{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "88ea2222",
   "metadata": {},
   "source": [
    "# 1. 数据获取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cc3ae9c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job' #猎聘网址"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7ea3cd17",
   "metadata": {},
   "outputs": [],
   "source": [
    "# post"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bb923ef8",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f1154113",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "    \"data\":{\n",
    "        \"mainSearchPcConditionForm\":{\n",
    "            \"city\":\"050020\",\n",
    "            \"dq\":\"050020\",\n",
    "            \"pubTime\":\"\",\n",
    "            \"currentPage\":\"0\",\n",
    "            \"pageSize\":40,\n",
    "            \"key\":\"产品经理\",\n",
    "            \"suggestTag\":\"\",\n",
    "            \"workYearCode\":\"1$3\",\n",
    "            \"compId\":\"\",\n",
    "            \"compName\":\"\",\n",
    "            \"compTag\":\"\",\n",
    "            \"industry\":\"\",\n",
    "            \"salary\":\"\",\n",
    "            \"jobKind\":\"\",\n",
    "            \"compScale\":\"\",\n",
    "            \"compKind\":\"\",\n",
    "            \"compStage\":\"\",\n",
    "            \"eduLevel\":\"\"},\n",
    "        \"passThroughForm\":{\n",
    "            \"scene\":\"condition\",\n",
    "            \"skId\":\"z0bz071flsw02izwxhy5b8jue7eee7y8\",\n",
    "            \"fkId\":\"8dvrtmhirdk3wdbhone8thq8dntxfy98\",\n",
    "            \"ckId\":\"v36hi812yao8dawkkai2vuvv06nq2d0b\",\n",
    "            \"suggest\":None\n",
    "        }\n",
    "    }\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "cb85e290",
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '490',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=0baa2ddaa7774d8fba2b9c2c3d8ba166; __uuid=1670205465393.76; XSRF-TOKEN=jFbKBscGQu-Qqzq9Ues4pQ; _ga=GA1.1.918067290.1681902564; __tlog=1681902565833.98%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902572; __session_seq=21; __uv_seq=21; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681904656; _ga_54YTJKWN86=GS1.1.1681906862.2.0.1681906862.0.0.0',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': 'Windows\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/105.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?city=050020&dq=050020&pubTime=&currentPage=0&pageSize=40&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&workYearCode=1$3&compId=&compName=&compTag=&industry=&salary=&jobKind=&compScale=&compKind=&compStage=&eduLevel=&otherCity=&ckId=8dvrtmhirdk3wdbhone8thq8dntxfy98&scene=condition&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=8dvrtmhirdk3wdbhone8thq8dntxfy98&sfrom=search_job_pc&suggestId=\"',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'cf1da507-19a3-480f-b7e5-c649f6f5432c',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'jFbKBscGQu-Qqzq9Ues4pQ'\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cdcdd961",
   "metadata": {},
   "outputs": [],
   "source": [
    "#json.dumps   把python当中的字典 转换成 json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "58682f47",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.post(url,data=json.dumps(payload),headers=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3e6d18dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/105.0.0.0 Safari/537.36', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': 'application/json, text/plain, */*', 'Connection': 'keep-alive', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'no-cache', 'Content-Length': '550', 'Content-Type': 'application/json;charset=UTF-8;', 'Cookie': '__gc_id=0baa2ddaa7774d8fba2b9c2c3d8ba166; __uuid=1670205465393.76; XSRF-TOKEN=jFbKBscGQu-Qqzq9Ues4pQ; _ga=GA1.1.918067290.1681902564; __tlog=1681902565833.98%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902572; __session_seq=21; __uv_seq=21; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681904656; _ga_54YTJKWN86=GS1.1.1681906862.2.0.1681906862.0.0.0', 'Host': 'apic.liepin.com', 'Origin': 'https://www.liepin.com', 'Pragma': 'no-cache', 'Referer': 'https://www.liepin.com/', 'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"', 'sec-ch-ua-mobile': '?0', 'sec-ch-ua-platform': 'Windows\"', 'Sec-Fetch-Dest': 'empty', 'Sec-Fetch-Mode': 'cors', 'Sec-Fetch-Site': 'same-site', 'X-Client-Type': 'web', 'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?city=050020&dq=050020&pubTime=&currentPage=0&pageSize=40&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&workYearCode=1$3&compId=&compName=&compTag=&industry=&salary=&jobKind=&compScale=&compKind=&compStage=&eduLevel=&otherCity=&ckId=8dvrtmhirdk3wdbhone8thq8dntxfy98&scene=condition&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=8dvrtmhirdk3wdbhone8thq8dntxfy98&sfrom=search_job_pc&suggestId=\"', 'X-Fscp-Fe-Version': '', 'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}', 'X-Fscp-Trace-Id': 'cf1da507-19a3-480f-b7e5-c649f6f5432c', 'X-Fscp-Version': '1.1', 'X-Requested-With': 'XMLHttpRequest', 'X-XSRF-TOKEN': 'jFbKBscGQu-Qqzq9Ues4pQ'}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b674d7ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "25b7de67",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'job': {'labels': ['产品开发', '产品规划', '产品运营'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230421104505',\n",
       "      'jobId': '58002363',\n",
       "      'advViewFlag': True,\n",
       "      'topJob': True,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958002363.shtml',\n",
       "      'salary': '10-15k·13薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '电商产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'comp': {'compId': 9720899,\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/9720899/',\n",
       "      'compIndustry': '批发/零售',\n",
       "      'compLogo': '62946d5979452e421251b7f707u.png',\n",
       "      'compName': '广州愚记贸易有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '561ff6e28a2e9cb4aa6795a3148228ff',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': '人事经理',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': 'e478580dede58f33b410edb79f6d12d0'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258002363%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"e478580dede58f33b410edb79f6d12d0\",\"jobId\":\"58002363\",\"imId\":\"561ff6e28a2e9cb4aa6795a3148228ff\",\"imUserType\":\"2\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'},\n",
       "    {'job': {'labels': ['神外', '医生'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230428143658',\n",
       "      'jobId': '58215521',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958215521.shtml',\n",
       "      'salary': '12-15k·15薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '神外产品销售经理 Product Sales Manager',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 7023768,\n",
       "      'compScale': '10000人以上',\n",
       "      'link': 'https://www.liepin.com/company/7023768/',\n",
       "      'compIndustry': '制药',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '5bfe9d4974719d2aa34b5ab303a.png',\n",
       "      'compName': '复星医药集团'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'f8a500e0eab81d475153eb2d84a8b1de',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张先生',\n",
       "      'recruiterTitle': '人力资源专员',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg',\n",
       "      'recruiterId': '5445ba45a2189a2b1a078f176245fc3b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258215521%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"5445ba45a2189a2b1a078f176245fc3b\",\"jobId\":\"58215521\",\"imId\":\"f8a500e0eab81d475153eb2d84a8b1de\",\"imUserType\":\"2\",\"recruiterName\":\"张先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'},\n",
       "    {'job': {'labels': ['IT互联网', 'to C', '移动端产品', '产品规划'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230510085022',\n",
       "      'jobId': '58425003',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958425003.shtml',\n",
       "      'salary': '20-35k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '高级产品PM',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 13538001,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/13538001/',\n",
       "      'compIndustry': '人力资源服务',\n",
       "      'compLogo': '62575742add4e43f41d8825e07u.jpg',\n",
       "      'compName': '北京外企德科人力资源服务深圳有限公司广州分公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '8cd623ca6b256b8f27604c803496f761',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '戴先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg',\n",
       "      'recruiterId': '76b3c5fa37c28d5b0833ed7f44c37e6d'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258425003%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"76b3c5fa37c28d5b0833ed7f44c37e6d\",\"jobId\":\"58425003\",\"imId\":\"8cd623ca6b256b8f27604c803496f761\",\"imUserType\":\"2\",\"recruiterName\":\"戴先生\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}'},\n",
       "    {'job': {'labels': ['泌尿外科'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230321153342',\n",
       "      'jobId': '57157157',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957157157.shtml',\n",
       "      'salary': '25-30k·14薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '医药产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士'},\n",
       "     'comp': {'compId': 8275623,\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8275623/',\n",
       "      'compIndustry': '制药',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compName': '康方生物'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'd4cc4bca17cae276aefc9b4a2bd8879c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '高级医学信息沟通专员',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg',\n",
       "      'recruiterId': '22ab2b1a88769c3259935c280d474240'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257157157%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"22ab2b1a88769c3259935c280d474240\",\"jobId\":\"57157157\",\"imId\":\"d4cc4bca17cae276aefc9b4a2bd8879c\",\"imUserType\":\"2\",\"recruiterName\":\"刘先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'},\n",
       "    {'job': {'labels': ['市场营销', '产品管理', '产品开发'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230512103745',\n",
       "      'jobId': '45177357',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45177357.shtml',\n",
       "      'salary': '25-30k',\n",
       "      'dq': '广州',\n",
       "      'title': ' Product Manager ',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'link': '',\n",
       "      'compIndustry': '日化',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某国内大型快消品公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '9cfdabc8878349689809d03804875792',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '孙女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6321be3095ee1c04143439eb01u.jpeg',\n",
       "      'recruiterId': '47227c6fbfcd952686963be95b15422d'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2245177357%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"47227c6fbfcd952686963be95b15422d\",\"jobId\":\"45177357\",\"imId\":\"9cfdabc8878349689809d03804875792\",\"imUserType\":\"2\",\"recruiterName\":\"孙女士\",\"recruiterPhoto\":\"6321be3095ee1c04143439eb01u.jpeg\"}'},\n",
       "    {'job': {'labels': ['供应链产品', '数据分析'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230504135056',\n",
       "      'jobId': '57816811',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957816811.shtml',\n",
       "      'salary': '5-7k·13薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'title': '产品经理助理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=5',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'comp': {'compId': 9730786,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/9730786/',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'compLogo': '6260c4f2d16c9b55d258a16501u.png',\n",
       "      'compName': '京邦集团'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '5fdfb4259befbf07160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '杜先生',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg',\n",
       "      'recruiterId': 'c8d145acb0a3162c59941f318d428c38'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257816811%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"c8d145acb0a3162c59941f318d428c38\",\"jobId\":\"57816811\",\"imId\":\"5fdfb4259befbf07160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"杜先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'},\n",
       "    {'job': {'labels': ['数据分析'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230505145705',\n",
       "      'jobId': '40053971',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1940053971.shtml',\n",
       "      'salary': '16-20k',\n",
       "      'dq': '广州',\n",
       "      'title': '助理产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=6',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 12568645,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/12568645/',\n",
       "      'compIndustry': '制药',\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '6441ff67c063625b1d3bc6c104u.png',\n",
       "      'compName': '江苏知原药业股份有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '529552300bc2bc6e160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '1590a7fa7a4c122cc9faa5f1f002919b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2240053971%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"1590a7fa7a4c122cc9faa5f1f002919b\",\"jobId\":\"40053971\",\"imId\":\"529552300bc2bc6e160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"徐女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['商业产品', '金融产品', 'IT互联网', '金融行业', '产品优化', '产品设计'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230406115341',\n",
       "      'jobId': '57565197',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957565197.shtml',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '数字化产品经理岗',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=7',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士'},\n",
       "     'comp': {'compId': 8136395,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/8136395/',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compLogo': '64464ce8f14c1769ed8f0a7403u.png',\n",
       "      'compName': '广州越秀金融控股集团有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '4acca2cffc6204f40e33f8ac54fbf39e',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '方女士',\n",
       "      'recruiterTitle': '高级人力资源经理',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '957da5d54f0e05cf25285db46809d2f1'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257565197%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"957da5d54f0e05cf25285db46809d2f1\",\"jobId\":\"57565197\",\"imId\":\"4acca2cffc6204f40e33f8ac54fbf39e\",\"imUserType\":\"2\",\"recruiterName\":\"方女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['固定收益', '固收系统'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230505130814',\n",
       "      'jobId': '44278139',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44278139.shtml',\n",
       "      'salary': '30-50k·20薪',\n",
       "      'dq': '广州',\n",
       "      'title': '固收条线金融科技产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=8',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士及以上'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'link': '',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某国内大型基金/证券/期货公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'd79a00f8f6ab328f6042c177f0a1d2b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '60fa4ef147b4cc0789c987b808u.jpg',\n",
       "      'recruiterId': '1fcc7ed72e3b72292e48c8cc9ac1ae51'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244278139%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"1fcc7ed72e3b72292e48c8cc9ac1ae51\",\"jobId\":\"44278139\",\"imId\":\"d79a00f8f6ab328f6042c177f0a1d2b1\",\"imUserType\":\"2\",\"recruiterName\":\"刘先生\",\"recruiterPhoto\":\"60fa4ef147b4cc0789c987b808u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品设计', '交互设计', '产品规划'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230512155755',\n",
       "      'jobId': '45828899',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45828899.shtml',\n",
       "      'salary': '25-35k',\n",
       "      'dq': '广州',\n",
       "      'title': '产品经理（需要有护照）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=9',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专及以上'},\n",
       "     'comp': {'compScale': '1-49人',\n",
       "      'link': '',\n",
       "      'compIndustry': '物联网',\n",
       "      'compStage': '天使轮',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某知名公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '14d2189610998a2766eeece80d41bfcb',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '岑先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '5e54c3de29d83a675453429507u.jpg',\n",
       "      'recruiterId': '7a3e764d1a0594d0cb12694546498149'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2245828899%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"7a3e764d1a0594d0cb12694546498149\",\"jobId\":\"45828899\",\"imId\":\"14d2189610998a2766eeece80d41bfcb\",\"imUserType\":\"2\",\"recruiterName\":\"岑先生\",\"recruiterPhoto\":\"5e54c3de29d83a675453429507u.jpg\"}'},\n",
       "    {'job': {'labels': ['旅游产品', 'to C', 'OTA', '英文'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230413145517',\n",
       "      'jobId': '57485259',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957485259.shtml',\n",
       "      'salary': '12-20k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理（海外业务）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=10',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 8082331,\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/8082331/',\n",
       "      'compIndustry': '互联网',\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '59b6035970324a7f8c9d651306a.jpg',\n",
       "      'compName': '租租车'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '771cd76556a28fdf9ccf3dc45f6d7696',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人力资源主管',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '3fcd2f12b166bad5fdacd2bbba7fbaf4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257485259%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"3fcd2f12b166bad5fdacd2bbba7fbaf4\",\"jobId\":\"57485259\",\"imId\":\"771cd76556a28fdf9ccf3dc45f6d7696\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['广告产品',\n",
       "       '广告行业',\n",
       "       '计算机软件',\n",
       "       '游戏行业',\n",
       "       '产品设计',\n",
       "       '流程设计',\n",
       "       '数据分析',\n",
       "       '团队管理'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230310175540',\n",
       "      'jobId': '48652943',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1948652943.shtml',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=11',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 8166526,\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8166526/',\n",
       "      'compIndustry': '游戏',\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compName': '广州乐牛游戏'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '7d9de10d9f7b0a9c9941166e65ebdb6f',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '文饶',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg',\n",
       "      'recruiterId': 'ba92c288ac646d9975818ed14bd0d05e'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2248652943%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"ba92c288ac646d9975818ed14bd0d05e\",\"jobId\":\"48652943\",\"imId\":\"7d9de10d9f7b0a9c9941166e65ebdb6f\",\"imUserType\":\"2\",\"recruiterName\":\"文饶\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102239',\n",
       "      'jobId': '44668045',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668045.shtml',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'title': '照明-产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=12',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244668045%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobId\":\"44668045\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102615',\n",
       "      'jobId': '44668403',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668403.shtml',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'title': '家居-产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=13',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244668403%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobId\":\"44668403\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['生物科技'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230327134052',\n",
       "      'jobId': '57310499',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957310499.shtml',\n",
       "      'salary': '20-40k·14薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=14',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 13113895,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/13113895/',\n",
       "      'compIndustry': '生物技术',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '645d9e73f66bf771cab56f1808u.png',\n",
       "      'compName': '态创生物'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'f7db13688dbb016edf514c63e89fb1b8',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '谭先生',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '6423908b3bc4c916d465997108u.png',\n",
       "      'recruiterId': '42d729da7b77447d94ee8f73bffdc0cd'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257310499%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"42d729da7b77447d94ee8f73bffdc0cd\",\"jobId\":\"57310499\",\"imId\":\"f7db13688dbb016edf514c63e89fb1b8\",\"imUserType\":\"2\",\"recruiterName\":\"谭先生\",\"recruiterPhoto\":\"6423908b3bc4c916d465997108u.png\"}'},\n",
       "    {'job': {'labels': ['需求挖掘', '团队管理', '需求调研', '项目管理', '跨部门沟通', '项目开发'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230214160846',\n",
       "      'jobId': '56099491',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956099491.shtml',\n",
       "      'salary': '12-15k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=15',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 13001749,\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/13001749/',\n",
       "      'compIndustry': '工艺品',\n",
       "      'compLogo': '61a5bb22f96ca95918aa2e9206u.png',\n",
       "      'compName': '广东森宝文化实业有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '4dd9c611f28fb31268c56fcc9b2af6cb',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '黄女士',\n",
       "      'recruiterTitle': '人力行政实习生',\n",
       "      'recruiterPhoto': '63ec2b240a1ead27bd40dc1505u.png',\n",
       "      'recruiterId': '93dd604f1509212fa3eb4df9e13b6d62'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256099491%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"93dd604f1509212fa3eb4df9e13b6d62\",\"jobId\":\"56099491\",\"imId\":\"4dd9c611f28fb31268c56fcc9b2af6cb\",\"imUserType\":\"2\",\"recruiterName\":\"黄女士\",\"recruiterPhoto\":\"63ec2b240a1ead27bd40dc1505u.png\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102443',\n",
       "      'jobId': '44668245',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668245.shtml',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'title': '充电-产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=16',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '学历不限'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244668245%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobId\":\"44668245\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['工具产品', 'IT互联网', '产品设计', '原型设计', '产品规划', '用户研究'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20221125094722',\n",
       "      'jobId': '46355485',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1946355485.shtml',\n",
       "      'salary': '8-13k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=17&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=17',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'comp': {'compId': 9257569,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/9257569/',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '5bfea0bd74719d2aa34c05b003a.png',\n",
       "      'compName': '广州天迅网络科技有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '612d2e8328d1f75dfdb07c5a03f49b8b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源负责人',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '1cb765d37bd0684eff1ae1f928339e0b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2246355485%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"1cb765d37bd0684eff1ae1f928339e0b\",\"jobId\":\"46355485\",\"imId\":\"612d2e8328d1f75dfdb07c5a03f49b8b\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230310203843',\n",
       "      'jobId': '44296619',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44296619.shtml',\n",
       "      'salary': '30-50k',\n",
       "      'dq': '广州',\n",
       "      'title': '心血管产品线总经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=18&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=18',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士及以上'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'link': '',\n",
       "      'compIndustry': '医疗器械',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州医疗设备上市公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'aff648644d2a1229fa1c74c9d557610b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6246e8b3bc8c77795d23422d03u.png',\n",
       "      'recruiterId': '1f85cb9fa2d342ded02e1a3cb9420619'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244296619%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"1f85cb9fa2d342ded02e1a3cb9420619\",\"jobId\":\"44296619\",\"imId\":\"aff648644d2a1229fa1c74c9d557610b\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"6246e8b3bc8c77795d23422d03u.png\"}'},\n",
       "    {'job': {'labels': ['电子商务',\n",
       "       '家具设计',\n",
       "       '产品规划',\n",
       "       '欧美风格',\n",
       "       '轻奢风格',\n",
       "       '实木家具',\n",
       "       '板木家具',\n",
       "       '软体家具'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20220729142500',\n",
       "      'jobId': '46557423',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1946557423.shtml',\n",
       "      'salary': '15-30k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '家具产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=19&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=19',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 10239197,\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/10239197/',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '60646aae992c4240ea9983b905u.png',\n",
       "      'compName': '爆米科技'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'b9f180babb88d8c1d6a9d1214a39013b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': 'hrbp',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': 'a2d2354bf657634e4912f8ab59d2cc03'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2246557423%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"a2d2354bf657634e4912f8ab59d2cc03\",\"jobId\":\"46557423\",\"imId\":\"b9f180babb88d8c1d6a9d1214a39013b\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品经理', 'MCS系统', 'B2B报价系统'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230406101734',\n",
       "      'jobId': '45039771',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45039771.shtml',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-增城区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=20&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=20',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'link': '',\n",
       "      'compIndustry': '家具/家居',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某大型知名家具/家居公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '9f14288df001c0c215bfaefec8d20490',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '5d541bac4ebeb1284dfb924f06u.jpg',\n",
       "      'recruiterId': '565849ded1b9b95e377539f79c05e41c'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2245039771%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"565849ded1b9b95e377539f79c05e41c\",\"jobId\":\"45039771\",\"imId\":\"9f14288df001c0c215bfaefec8d20490\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"5d541bac4ebeb1284dfb924f06u.jpg\"}'},\n",
       "    {'job': {'labels': ['数据分析'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20210723095531',\n",
       "      'jobId': '41293593',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941293593.shtml',\n",
       "      'salary': '15-20k·13薪',\n",
       "      'dq': '广州',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=21&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=21',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 9249321,\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/9249321/',\n",
       "      'compIndustry': '科技金融',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60f919edecacff0bd07ea1c308u.jpg',\n",
       "      'compName': '卓术信息'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'abdc4a6288cb408c67afc08fad36a30d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '广州卓术信息科技有限公司',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': '41a7ab5db2267b7a7086e5281ecdcd6d'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2241293593%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"41a7ab5db2267b7a7086e5281ecdcd6d\",\"jobId\":\"41293593\",\"imId\":\"abdc4a6288cb408c67afc08fad36a30d\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品设计', 'axure', 'visio', 'xmind', 'erp', '需求分析'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20211112142054',\n",
       "      'jobId': '44638211',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1944638211.shtml',\n",
       "      'salary': '7-12k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=22&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=22',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'comp': {'compId': 8947527,\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8947527/',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '战略投资',\n",
       "      'compLogo': '5fd9ac8a1721db2a11d6bfe501u.png',\n",
       "      'compName': '亮健集团'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'a7c1274d81ffbd5c8fa263ed17de85b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'd065b1daa7bcb84ae6c40ac9e0b1d9fc'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244638211%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"d065b1daa7bcb84ae6c40ac9e0b1d9fc\",\"jobId\":\"44638211\",\"imId\":\"a7c1274d81ffbd5c8fa263ed17de85b1\",\"imUserType\":\"2\",\"recruiterName\":\"李女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': ['工具产品', '移动端产品'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230411145606',\n",
       "      'jobId': '55540905',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1955540905.shtml',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '产品经理（工具产品）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=23&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=23',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 8835306,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/8835306/',\n",
       "      'compIndustry': '互联网',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '5de9b7cf276e4871f4155d2a08u.jpg',\n",
       "      'compName': '至真信息'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '419e123d9f6bdaed6dadb487287a091a',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '康女士',\n",
       "      'recruiterTitle': '招聘',\n",
       "      'recruiterPhoto': '5de9b8bfcd52473b94f2fba308u.jpg',\n",
       "      'recruiterId': '626782c0f12b3069230926edcca89924'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2255540905%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"626782c0f12b3069230926edcca89924\",\"jobId\":\"55540905\",\"imId\":\"419e123d9f6bdaed6dadb487287a091a\",\"imUserType\":\"2\",\"recruiterName\":\"康女士\",\"recruiterPhoto\":\"5de9b8bfcd52473b94f2fba308u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230316172436',\n",
       "      'jobId': '41342655',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941342655.shtml',\n",
       "      'salary': '8-15k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理（金融类产品）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=24&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=24',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 8166526,\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8166526/',\n",
       "      'compIndustry': '游戏',\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compName': '广州乐牛游戏'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '03e8d37d540f7aacac365a663ca833da',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '吴女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '0042dacfb48178e98761eb2ffb64e351'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2241342655%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"0042dacfb48178e98761eb2ffb64e351\",\"jobId\":\"41342655\",\"imId\":\"03e8d37d540f7aacac365a663ca833da\",\"imUserType\":\"2\",\"recruiterName\":\"吴女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': ['支付产品',\n",
       "       '工具产品',\n",
       "       '供应链产品',\n",
       "       '产品规划',\n",
       "       '产品设计',\n",
       "       '需求分析',\n",
       "       '数据分析',\n",
       "       '财务产品',\n",
       "       'to B'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230429161907',\n",
       "      'jobId': '58230073',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958230073.shtml',\n",
       "      'salary': '20-40k·16薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'title': '支付结算产品经理（供应链）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=25&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=25',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 8537928,\n",
       "      'compScale': '5000-10000人',\n",
       "      'link': 'https://www.liepin.com/company/8537928/',\n",
       "      'compIndustry': '消费品',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '5bfea00c74719d2aa34be33603a.png',\n",
       "      'compName': '上海寻梦信息技术有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '01bdff5bdd175f73bed9c63c695716f7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '62201c0397e97d36de7fadb308u.png',\n",
       "      'recruiterId': '4cb038ce180249e5b6d6f34ea69aacf8'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258230073%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"4cb038ce180249e5b6d6f34ea69aacf8\",\"jobId\":\"58230073\",\"imId\":\"01bdff5bdd175f73bed9c63c695716f7\",\"imUserType\":\"2\",\"recruiterName\":\"李女士\",\"recruiterPhoto\":\"62201c0397e97d36de7fadb308u.png\"}'},\n",
       "    {'job': {'labels': ['云网编排', '电信'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230510090634',\n",
       "      'jobId': '56928029',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956928029.shtml',\n",
       "      'salary': '12-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=26&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=26',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 552933,\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/552933/',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compLogo': '5bfea2fc74719d2aa34c73fb03a.png',\n",
       "      'compName': '广东亿迅科技有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '69dd5aa7404662acbf1edd1f3249a09c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '招聘管理',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '08e4b7710d87386c452b3baea68b57ec'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256928029%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"08e4b7710d87386c452b3baea68b57ec\",\"jobId\":\"56928029\",\"imId\":\"69dd5aa7404662acbf1edd1f3249a09c\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['Visio', 'Axure', '工业互联网'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230508133704',\n",
       "      'jobId': '58024007',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958024007.shtml',\n",
       "      'salary': '11-17k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=27&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=27',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 9944665,\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/9944665/',\n",
       "      'compIndustry': '互联网',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '中船工业互联网有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'a93749238acde2291837546e45eb3a29',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '郭女士',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'd5177c362ae2b36051ad066dbe2db213'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258024007%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"d5177c362ae2b36051ad066dbe2db213\",\"jobId\":\"58024007\",\"imId\":\"a93749238acde2291837546e45eb3a29\",\"imUserType\":\"2\",\"recruiterName\":\"郭女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230308105217',\n",
       "      'jobId': '56773475',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956773475.shtml',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-天河区',\n",
       "      'title': '代客代理中心产品经理岗（衍生品交易产品经理）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=28&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=28',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 8790445,\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8790445/',\n",
       "      'compIndustry': '银行',\n",
       "      'compLogo': '5bfea60174719d2aa34cf03003a.png',\n",
       "      'compName': '浦发银行'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'a6ecbb8d620b5506c1bd2b3e9fec8144',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源部',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': 'f3b6bdf2ce40fc5ff3a020d01df02f01'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256773475%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"f3b6bdf2ce40fc5ff3a020d01df02f01\",\"jobId\":\"56773475\",\"imId\":\"a6ecbb8d620b5506c1bd2b3e9fec8144\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'},\n",
       "    {'job': {'labels': ['AI人工智能产品', 'IT互联网', '电子商务', '批发/零售'],\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230418135134',\n",
       "      'jobId': '45394213',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45394213.shtml',\n",
       "      'salary': '15-22k·13薪',\n",
       "      'dq': '广州',\n",
       "      'title': 'AI产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=29&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=29',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'link': '',\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某国内大型食品/饮料/酒水公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '1ea5a0993d3cd147540202c0778f1521',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '曹先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '643de937ffcb574c11fc7efa02u.png',\n",
       "      'recruiterId': 'bc5aeb6fbe53ec20a08be7d47ba8d3cf'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2245394213%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"userId\":\"bc5aeb6fbe53ec20a08be7d47ba8d3cf\",\"jobId\":\"45394213\",\"imId\":\"1ea5a0993d3cd147540202c0778f1521\",\"imUserType\":\"2\",\"recruiterName\":\"曹先生\",\"recruiterPhoto\":\"643de937ffcb574c11fc7efa02u.png\"}'},\n",
       "    {'job': {'labels': ['IT互联网', '用户研究', '市场调研'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20220317182024',\n",
       "      'jobId': '41290327',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941290327.shtml',\n",
       "      'salary': '18-28k·16薪',\n",
       "      'dq': '广州',\n",
       "      'title': '高级产品经理-',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=30&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=30',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 9541320,\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/9541320/',\n",
       "      'compIndustry': '互联网',\n",
       "      'compLogo': '635f3558bc4bee6f5c71877b04u.png',\n",
       "      'compName': '数字广东'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'a3f8d3fcd35211590eae969ce9a54d02',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '3c7809eade2bdcbf731b0e7b4e6639e3'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2241290327%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"3c7809eade2bdcbf731b0e7b4e6639e3\",\"jobId\":\"41290327\",\"imId\":\"a3f8d3fcd35211590eae969ce9a54d02\",\"imUserType\":\"2\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230510154158',\n",
       "      'jobId': '54094527',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1954094527.shtml',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-南沙区',\n",
       "      'title': '产品经理（快消品）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=31&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=31',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 13103111,\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/13103111/',\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州奥昆食品有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '207c380fb07ddad3e7b657921b02bb93',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '林女士',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'bfc28207e2f1179886f470d24295fcbf'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2254094527%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"bfc28207e2f1179886f470d24295fcbf\",\"jobId\":\"54094527\",\"imId\":\"207c380fb07ddad3e7b657921b02bb93\",\"imUserType\":\"2\",\"recruiterName\":\"林女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230424105203',\n",
       "      'jobId': '52410465',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1952410465.shtml',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理(妇瘤领域）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=32&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=32',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 8275623,\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8275623/',\n",
       "      'compIndustry': '制药',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compName': '康方生物'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '34bca69415136074d2e7a31c096a5fc3',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '邓女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '42a2c62bf934a3d99dabcf9dd14166d8'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2252410465%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"42a2c62bf934a3d99dabcf9dd14166d8\",\"jobId\":\"52410465\",\"imId\":\"34bca69415136074d2e7a31c096a5fc3\",\"imUserType\":\"2\",\"recruiterName\":\"邓女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['广电行业', '大B端', '售前技术支持', '解决方案'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230414153342',\n",
       "      'jobId': '56963329',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956963329.shtml',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-番禺区',\n",
       "      'title': '互联网产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=33&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=33',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'comp': {'compId': 12258925,\n",
       "      'compScale': '1-49人',\n",
       "      'link': 'https://www.liepin.com/company/12258925/',\n",
       "      'compIndustry': '批发/零售',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广东南粤云视科技有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '0b64dd773d32df38485f40b921d561e1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人事经理',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '203c2af18445f220d3d49f48cd931310'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256963329%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"203c2af18445f220d3d49f48cd931310\",\"jobId\":\"56963329\",\"imId\":\"0b64dd773d32df38485f40b921d561e1\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['跨境电商', 'to C', 'ERP系统', '数据分析', '供应链产品'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230511113322',\n",
       "      'jobId': '56142583',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956142583.shtml',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=34&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=34',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 13297665,\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/13297665/',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compLogo': '634f899ab0584d35822417cb06u.png',\n",
       "      'compName': '文峰荟(广州)企业管理有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'ae28de7e05e365ec4905a3841e4dc3ea',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '人事专员',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': 'e36552938188a1aad74c93eafadb8eb7'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256142583%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"e36552938188a1aad74c93eafadb8eb7\",\"jobId\":\"56142583\",\"imId\":\"ae28de7e05e365ec4905a3841e4dc3ea\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['交易产品',\n",
       "       '供应链产品',\n",
       "       '数据产品',\n",
       "       '电商产品',\n",
       "       '采购',\n",
       "       'to B',\n",
       "       'CRM系统',\n",
       "       'SaaS系统',\n",
       "       '信息安全',\n",
       "       '计算机软件'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230419180107',\n",
       "      'jobId': '57365497',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957365497.shtml',\n",
       "      'salary': '10-16k·15薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'title': '产品经理岗（信息技术）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=35&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=35',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 13126133,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/13126133/',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州交易所集团有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'a2afe536821a6213835da8f121f93219',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '54cbd070baed9f4ed723ded599efb12c'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257365497%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"54cbd070baed9f4ed723ded599efb12c\",\"jobId\":\"57365497\",\"imId\":\"a2afe536821a6213835da8f121f93219\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230418091105',\n",
       "      'jobId': '57515707',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957515707.shtml',\n",
       "      'salary': '10-20k',\n",
       "      'dq': '广州-花都区',\n",
       "      'title': '广花融资担保公司（筹）产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=36&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=36',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'comp': {'compId': 13183547,\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/13183547/',\n",
       "      'compIndustry': '其他商务服务业',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州智都投资控股集团有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '2e2678cb5cd647bb7ea58b95d93937d7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '齐女士',\n",
       "      'recruiterTitle': '人力资源经理/主管',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '9224e21535a0770f9d45710a02ad2182'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2257515707%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"9224e21535a0770f9d45710a02ad2182\",\"jobId\":\"57515707\",\"imId\":\"2e2678cb5cd647bb7ea58b95d93937d7\",\"imUserType\":\"2\",\"recruiterName\":\"齐女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['IT互联网', '用户研究', '产品设计', '交互设计', '需求分析', '产品规划'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230223192025',\n",
       "      'jobId': '56432501',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956432501.shtml',\n",
       "      'salary': '15-30k·15薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 9131583,\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/9131583/',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '5e7c7bef37483e328d67342d06u.png',\n",
       "      'compName': '蘑菇物联'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '056af3ec7233a7cb6ebb05dc72261faf',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': '人力资源专员',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '0531221c6a9e124a2ad6f2f0a60124f2'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2256432501%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"0531221c6a9e124a2ad6f2f0a60124f2\",\"jobId\":\"56432501\",\"imId\":\"056af3ec7233a7cb6ebb05dc72261faf\",\"imUserType\":\"2\",\"recruiterName\":\"徐女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': ['工具产品', '客户端产品'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230423180459',\n",
       "      'jobId': '58061585',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958061585.shtml',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'title': '产品经理(运营工具类)',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 2020322,\n",
       "      'compScale': '10000人以上',\n",
       "      'link': 'https://www.liepin.com/company/2020322/',\n",
       "      'compIndustry': '互联网',\n",
       "      'compStage': '美股上市',\n",
       "      'compLogo': '5d3f908a81fb1a0d6f60102105u.jpg',\n",
       "      'compName': '唯品会(中国)'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'c3cb189cf9b5b27906342a441a87c2a0',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '姚先生',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg',\n",
       "      'recruiterId': 'cc35ec1aa9700d5ede2b0659cc984ffa'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2258061585%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"cc35ec1aa9700d5ede2b0659cc984ffa\",\"jobId\":\"58061585\",\"imId\":\"c3cb189cf9b5b27906342a441a87c2a0\",\"imUserType\":\"2\",\"recruiterName\":\"姚先生\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品设计', '需求分析'],\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230406170509',\n",
       "      'jobId': '44316525',\n",
       "      'advViewFlag': False,\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1944316525.shtml',\n",
       "      'salary': '12-20k',\n",
       "      'dq': '广州-黄埔区',\n",
       "      'title': '产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=z0bz071flsw02izwxhy5b8jue7eee7y8&fkId=v36hi812yao8dawkkai2vuvv06nq2d0b&ckId=v36hi812yao8dawkkai2vuvv06nq2d0b&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'comp': {'compId': 12155019,\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/12155019/',\n",
       "      'compIndustry': '人工智能',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60d97ac1208b48306211569801u.png',\n",
       "      'compName': '千里眼(广州)人工智能科技有限公司'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'fc94b91b540b7f07cde5ca55a88b4d39',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '朱女士',\n",
       "      'recruiterTitle': '行政专员',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'd23bfd561d4618fd321935c5956f05c6'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22z0bz071flsw02izwxhy5b8jue7eee7y8%22%2C%22fkId%22%3A%22v36hi812yao8dawkkai2vuvv06nq2d0b%22%2C%22jobId%22%3A%2244316525%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"userId\":\"d23bfd561d4618fd321935c5956f05c6\",\"jobId\":\"44316525\",\"imId\":\"fc94b91b540b7f07cde5ca55a88b4d39\",\"imUserType\":\"2\",\"recruiterName\":\"朱女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'}],\n",
       "   'compList': []},\n",
       "  'passThroughData': {'sfrom': 'search_job_pc',\n",
       "   'ckId': 'v36hi812yao8dawkkai2vuvv06nq2d0b',\n",
       "   'scene': 'condition',\n",
       "   'skId': 'z0bz071flsw02izwxhy5b8jue7eee7y8',\n",
       "   'fkId': 'v36hi812yao8dawkkai2vuvv06nq2d0b'},\n",
       "  'pagination': {'totalPage': 10,\n",
       "   'pageSize': 40,\n",
       "   'currentPage': 0,\n",
       "   'hasNext': False,\n",
       "   'totalCounts': 800}}}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_liepin = r.json()\n",
    "data_liepin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "bae7e7a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "704f7e4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.jobId</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.pcOuterLink</th>\n",
       "      <th>job.h5OuterLink</th>\n",
       "      <th>...</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e478580dede58f33b410e...</td>\n",
       "      <td>[产品开发, 产品规划, 产品运营]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230421104505</td>\n",
       "      <td>58002363</td>\n",
       "      <td>True</td>\n",
       "      <td>True</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>62946d5979452e421251b7f707u.png</td>\n",
       "      <td>广州愚记贸易有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>561ff6e28a2e9cb4aa6795a3148228ff</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>人事经理</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>e478580dede58f33b410edb79f6d12d0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5445ba45a2189a2b1a078...</td>\n",
       "      <td>[神外, 医生]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230428143658</td>\n",
       "      <td>58215521</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfe9d4974719d2aa34b5ab303a.png</td>\n",
       "      <td>复星医药集团</td>\n",
       "      <td>False</td>\n",
       "      <td>f8a500e0eab81d475153eb2d84a8b1de</td>\n",
       "      <td>2</td>\n",
       "      <td>张先生</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>5445ba45a2189a2b1a078f176245fc3b</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"76b3c5fa37c28d5b0833e...</td>\n",
       "      <td>[IT互联网, to C, 移动端产品, 产品规划]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230510085022</td>\n",
       "      <td>58425003</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>62575742add4e43f41d8825e07u.jpg</td>\n",
       "      <td>北京外企德科人力资源服务深圳有限公司广州分公司</td>\n",
       "      <td>False</td>\n",
       "      <td>8cd623ca6b256b8f27604c803496f761</td>\n",
       "      <td>2</td>\n",
       "      <td>戴先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>76b3c5fa37c28d5b0833ed7f44c37e6d</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"22ab2b1a88769c3259935...</td>\n",
       "      <td>[泌尿外科]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230321153342</td>\n",
       "      <td>57157157</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfe916674719d35745ad29703a.png</td>\n",
       "      <td>康方生物</td>\n",
       "      <td>False</td>\n",
       "      <td>d4cc4bca17cae276aefc9b4a2bd8879c</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>高级医学信息沟通专员</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>22ab2b1a88769c3259935c280d474240</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"47227c6fbfcd952686963...</td>\n",
       "      <td>[市场营销, 产品管理, 产品开发]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230512103745</td>\n",
       "      <td>45177357</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某国内大型快消品公司</td>\n",
       "      <td>False</td>\n",
       "      <td>9cfdabc8878349689809d03804875792</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6321be3095ee1c04143439eb01u.jpeg</td>\n",
       "      <td>47227c6fbfcd952686963be95b15422d</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"c8d145acb0a3162c59941...</td>\n",
       "      <td>[供应链产品, 数据分析]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230504135056</td>\n",
       "      <td>57816811</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>6260c4f2d16c9b55d258a16501u.png</td>\n",
       "      <td>京邦集团</td>\n",
       "      <td>False</td>\n",
       "      <td>5fdfb4259befbf07160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>杜先生</td>\n",
       "      <td></td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>c8d145acb0a3162c59941f318d428c38</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1590a7fa7a4c122cc9faa...</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230505145705</td>\n",
       "      <td>40053971</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>6441ff67c063625b1d3bc6c104u.png</td>\n",
       "      <td>江苏知原药业股份有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>529552300bc2bc6e160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>1590a7fa7a4c122cc9faa5f1f002919b</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"957da5d54f0e05cf25285...</td>\n",
       "      <td>[商业产品, 金融产品, IT互联网, 金融行业, 产品优化, 产品设计]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230406115341</td>\n",
       "      <td>57565197</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>64464ce8f14c1769ed8f0a7403u.png</td>\n",
       "      <td>广州越秀金融控股集团有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>4acca2cffc6204f40e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>方女士</td>\n",
       "      <td>高级人力资源经理</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>957da5d54f0e05cf25285db46809d2f1</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"1fcc7ed72e3b72292e48c...</td>\n",
       "      <td>[固定收益, 固收系统]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230505130814</td>\n",
       "      <td>44278139</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某国内大型基金/证券/期货公司</td>\n",
       "      <td>False</td>\n",
       "      <td>d79a00f8f6ab328f6042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>60fa4ef147b4cc0789c987b808u.jpg</td>\n",
       "      <td>1fcc7ed72e3b72292e48c8cc9ac1ae51</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"7a3e764d1a0594d0cb126...</td>\n",
       "      <td>[产品设计, 交互设计, 产品规划]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230512155755</td>\n",
       "      <td>45828899</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>False</td>\n",
       "      <td>14d2189610998a2766eeece80d41bfcb</td>\n",
       "      <td>2</td>\n",
       "      <td>岑先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>5e54c3de29d83a675453429507u.jpg</td>\n",
       "      <td>7a3e764d1a0594d0cb12694546498149</td>\n",
       "      <td>天使轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"3fcd2f12b166bad5fdacd...</td>\n",
       "      <td>[旅游产品, to C, OTA, 英文]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230413145517</td>\n",
       "      <td>57485259</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>59b6035970324a7f8c9d651306a.jpg</td>\n",
       "      <td>租租车</td>\n",
       "      <td>False</td>\n",
       "      <td>771cd76556a28fdf9ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>3fcd2f12b166bad5fdacd2bbba7fbaf4</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"ba92c288ac646d9975818...</td>\n",
       "      <td>[广告产品, 广告行业, 计算机软件, 游戏行业, 产品设计, 流程设计, 数据分析, 团队管理]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230310175540</td>\n",
       "      <td>48652943</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>624a9b1378302f2c469582d607u.png</td>\n",
       "      <td>广州乐牛游戏</td>\n",
       "      <td>False</td>\n",
       "      <td>7d9de10d9f7b0a9c9941166e65ebdb6f</td>\n",
       "      <td>2</td>\n",
       "      <td>文饶</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>ba92c288ac646d9975818ed14bd0d05e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102239</td>\n",
       "      <td>44668045</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102615</td>\n",
       "      <td>44668403</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"42d729da7b77447d94ee8...</td>\n",
       "      <td>[生物科技]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230327134052</td>\n",
       "      <td>57310499</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>645d9e73f66bf771cab56f1808u.png</td>\n",
       "      <td>态创生物</td>\n",
       "      <td>False</td>\n",
       "      <td>f7db13688dbb016edf514c63e89fb1b8</td>\n",
       "      <td>2</td>\n",
       "      <td>谭先生</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>6423908b3bc4c916d465997108u.png</td>\n",
       "      <td>42d729da7b77447d94ee8f73bffdc0cd</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"93dd604f1509212fa3eb4...</td>\n",
       "      <td>[需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230214160846</td>\n",
       "      <td>56099491</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61a5bb22f96ca95918aa2e9206u.png</td>\n",
       "      <td>广东森宝文化实业有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>4dd9c611f28fb31268c56fcc9b2af6cb</td>\n",
       "      <td>2</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>人力行政实习生</td>\n",
       "      <td>63ec2b240a1ead27bd40dc1505u.png</td>\n",
       "      <td>93dd604f1509212fa3eb4df9e13b6d62</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102443</td>\n",
       "      <td>44668245</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1cb765d37bd0684eff1ae...</td>\n",
       "      <td>[工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]</td>\n",
       "      <td>2</td>\n",
       "      <td>20221125094722</td>\n",
       "      <td>46355485</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfea0bd74719d2aa34c05b003a.png</td>\n",
       "      <td>广州天迅网络科技有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>612d2e8328d1f75dfdb07c5a03f49b8b</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源负责人</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>1cb765d37bd0684eff1ae1f928339e0b</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"1f85cb9fa2d342ded02e1...</td>\n",
       "      <td>[]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230310203843</td>\n",
       "      <td>44296619</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某广州医疗设备上市公司</td>\n",
       "      <td>False</td>\n",
       "      <td>aff648644d2a1229fa1c74c9d557610b</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6246e8b3bc8c77795d23422d03u.png</td>\n",
       "      <td>1f85cb9fa2d342ded02e1a3cb9420619</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"a2d2354bf657634e4912f...</td>\n",
       "      <td>[电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]</td>\n",
       "      <td>2</td>\n",
       "      <td>20220729142500</td>\n",
       "      <td>46557423</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>60646aae992c4240ea9983b905u.png</td>\n",
       "      <td>爆米科技</td>\n",
       "      <td>False</td>\n",
       "      <td>b9f180babb88d8c1d6a9d1214a39013b</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>hrbp</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>a2d2354bf657634e4912f8ab59d2cc03</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"565849ded1b9b95e37753...</td>\n",
       "      <td>[产品经理, MCS系统, B2B报价系统]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230406101734</td>\n",
       "      <td>45039771</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某大型知名家具/家居公司</td>\n",
       "      <td>False</td>\n",
       "      <td>9f14288df001c0c215bfaefec8d20490</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>5d541bac4ebeb1284dfb924f06u.jpg</td>\n",
       "      <td>565849ded1b9b95e377539f79c05e41c</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"41a7ab5db2267b7a7086e...</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>2</td>\n",
       "      <td>20210723095531</td>\n",
       "      <td>41293593</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>60f919edecacff0bd07ea1c308u.jpg</td>\n",
       "      <td>卓术信息</td>\n",
       "      <td>False</td>\n",
       "      <td>abdc4a6288cb408c67afc08fad36a30d</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>广州卓术信息科技有限公司</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>41a7ab5db2267b7a7086e5281ecdcd6d</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d065b1daa7bcb84ae6c40...</td>\n",
       "      <td>[产品设计, axure, visio, xmind, erp, 需求分析]</td>\n",
       "      <td>2</td>\n",
       "      <td>20211112142054</td>\n",
       "      <td>44638211</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5fd9ac8a1721db2a11d6bfe501u.png</td>\n",
       "      <td>亮健集团</td>\n",
       "      <td>False</td>\n",
       "      <td>a7c1274d81ffbd5c8fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d065b1daa7bcb84ae6c40ac9e0b1d9fc</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"626782c0f12b306923092...</td>\n",
       "      <td>[工具产品, 移动端产品]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230411145606</td>\n",
       "      <td>55540905</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5de9b7cf276e4871f4155d2a08u.jpg</td>\n",
       "      <td>至真信息</td>\n",
       "      <td>False</td>\n",
       "      <td>419e123d9f6bdaed6dadb487287a091a</td>\n",
       "      <td>2</td>\n",
       "      <td>康女士</td>\n",
       "      <td>招聘</td>\n",
       "      <td>5de9b8bfcd52473b94f2fba308u.jpg</td>\n",
       "      <td>626782c0f12b3069230926edcca89924</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"0042dacfb48178e98761e...</td>\n",
       "      <td>[]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230316172436</td>\n",
       "      <td>41342655</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>624a9b1378302f2c469582d607u.png</td>\n",
       "      <td>广州乐牛游戏</td>\n",
       "      <td>False</td>\n",
       "      <td>03e8d37d540f7aacac365a663ca833da</td>\n",
       "      <td>2</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>0042dacfb48178e98761eb2ffb64e351</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"4cb038ce180249e5b6d6f...</td>\n",
       "      <td>[支付产品, 工具产品, 供应链产品, 产品规划, 产品设计, 需求分析, 数据分析, 财务...</td>\n",
       "      <td>2</td>\n",
       "      <td>20230429161907</td>\n",
       "      <td>58230073</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfea00c74719d2aa34be33603a.png</td>\n",
       "      <td>上海寻梦信息技术有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>01bdff5bdd175f73bed9c63c695716f7</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>62201c0397e97d36de7fadb308u.png</td>\n",
       "      <td>4cb038ce180249e5b6d6f34ea69aacf8</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"08e4b7710d87386c452b3...</td>\n",
       "      <td>[云网编排, 电信]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230510090634</td>\n",
       "      <td>56928029</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfea2fc74719d2aa34c73fb03a.png</td>\n",
       "      <td>广东亿迅科技有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>69dd5aa7404662acbf1edd1f3249a09c</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>招聘管理</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>08e4b7710d87386c452b3baea68b57ec</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d5177c362ae2b36051ad0...</td>\n",
       "      <td>[Visio, Axure, 工业互联网]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230508133704</td>\n",
       "      <td>58024007</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>中船工业互联网有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>a93749238acde2291837546e45eb3a29</td>\n",
       "      <td>2</td>\n",
       "      <td>郭女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d5177c362ae2b36051ad066dbe2db213</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"f3b6bdf2ce40fc5ff3a02...</td>\n",
       "      <td>[]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230308105217</td>\n",
       "      <td>56773475</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfea60174719d2aa34cf03003a.png</td>\n",
       "      <td>浦发银行</td>\n",
       "      <td>False</td>\n",
       "      <td>a6ecbb8d620b5506c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>f3b6bdf2ce40fc5ff3a020d01df02f01</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"bc5aeb6fbe53ec20a08be...</td>\n",
       "      <td>[AI人工智能产品, IT互联网, 电子商务, 批发/零售]</td>\n",
       "      <td>1</td>\n",
       "      <td>20230418135134</td>\n",
       "      <td>45394213</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某国内大型食品/饮料/酒水公司</td>\n",
       "      <td>False</td>\n",
       "      <td>1ea5a0993d3cd147540202c0778f1521</td>\n",
       "      <td>2</td>\n",
       "      <td>曹先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>643de937ffcb574c11fc7efa02u.png</td>\n",
       "      <td>bc5aeb6fbe53ec20a08be7d47ba8d3cf</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"3c7809eade2bdcbf731b0...</td>\n",
       "      <td>[IT互联网, 用户研究, 市场调研]</td>\n",
       "      <td>2</td>\n",
       "      <td>20220317182024</td>\n",
       "      <td>41290327</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>635f3558bc4bee6f5c71877b04u.png</td>\n",
       "      <td>数字广东</td>\n",
       "      <td>False</td>\n",
       "      <td>a3f8d3fcd35211590eae969ce9a54d02</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3c7809eade2bdcbf731b0e7b4e6639e3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"bfc28207e2f1179886f47...</td>\n",
       "      <td>[]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230510154158</td>\n",
       "      <td>54094527</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州奥昆食品有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>207c380fb07ddad3e7b657921b02bb93</td>\n",
       "      <td>2</td>\n",
       "      <td>林女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>bfc28207e2f1179886f470d24295fcbf</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"42a2c62bf934a3d99dabc...</td>\n",
       "      <td>[]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230424105203</td>\n",
       "      <td>52410465</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5bfe916674719d35745ad29703a.png</td>\n",
       "      <td>康方生物</td>\n",
       "      <td>False</td>\n",
       "      <td>34bca69415136074d2e7a31c096a5fc3</td>\n",
       "      <td>2</td>\n",
       "      <td>邓女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>42a2c62bf934a3d99dabcf9dd14166d8</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"203c2af18445f220d3d49...</td>\n",
       "      <td>[广电行业, 大B端, 售前技术支持, 解决方案]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230414153342</td>\n",
       "      <td>56963329</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广东南粤云视科技有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>0b64dd773d32df38485f40b921d561e1</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人事经理</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>203c2af18445f220d3d49f48cd931310</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e36552938188a1aad74c9...</td>\n",
       "      <td>[跨境电商, to C, ERP系统, 数据分析, 供应链产品]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230511113322</td>\n",
       "      <td>56142583</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>634f899ab0584d35822417cb06u.png</td>\n",
       "      <td>文峰荟(广州)企业管理有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>ae28de7e05e365ec4905a3841e4dc3ea</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人事专员</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>e36552938188a1aad74c93eafadb8eb7</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"54cbd070baed9f4ed723d...</td>\n",
       "      <td>[交易产品, 供应链产品, 数据产品, 电商产品, 采购, to B, CRM系统, Saa...</td>\n",
       "      <td>2</td>\n",
       "      <td>20230419180107</td>\n",
       "      <td>57365497</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州交易所集团有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>a2afe536821a6213835da8f121f93219</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>54cbd070baed9f4ed723ded599efb12c</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"9224e21535a0770f9d457...</td>\n",
       "      <td>[]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230418091105</td>\n",
       "      <td>57515707</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>广州智都投资控股集团有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>2e2678cb5cd647bb7ea58b95d93937d7</td>\n",
       "      <td>2</td>\n",
       "      <td>齐女士</td>\n",
       "      <td>人力资源经理/主管</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>9224e21535a0770f9d45710a02ad2182</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"0531221c6a9e124a2ad6f...</td>\n",
       "      <td>[IT互联网, 用户研究, 产品设计, 交互设计, 需求分析, 产品规划]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230223192025</td>\n",
       "      <td>56432501</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5e7c7bef37483e328d67342d06u.png</td>\n",
       "      <td>蘑菇物联</td>\n",
       "      <td>False</td>\n",
       "      <td>056af3ec7233a7cb6ebb05dc72261faf</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>0531221c6a9e124a2ad6f2f0a60124f2</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"cc35ec1aa9700d5ede2b0...</td>\n",
       "      <td>[工具产品, 客户端产品]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230423180459</td>\n",
       "      <td>58061585</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>5d3f908a81fb1a0d6f60102105u.jpg</td>\n",
       "      <td>唯品会(中国)</td>\n",
       "      <td>False</td>\n",
       "      <td>c3cb189cf9b5b27906342a441a87c2a0</td>\n",
       "      <td>2</td>\n",
       "      <td>姚先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>cc35ec1aa9700d5ede2b0659cc984ffa</td>\n",
       "      <td>美股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d23bfd561d4618fd32193...</td>\n",
       "      <td>[产品设计, 需求分析]</td>\n",
       "      <td>2</td>\n",
       "      <td>20230406170509</td>\n",
       "      <td>44316525</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>60d97ac1208b48306211569801u.png</td>\n",
       "      <td>千里眼(广州)人工智能科技有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>fc94b91b540b7f07cde5ca55a88b4d39</td>\n",
       "      <td>2</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>行政专员</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>d23bfd561d4618fd321935c5956f05c6</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "1   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "2   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "3   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "4   %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "5   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "6   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "7   %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "8   %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "9   %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "10  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "11  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "12  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "13  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "14  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "15  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "16  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "17  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "18  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "19  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "20  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "21  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "22  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "23  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "24  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "25  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "26  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "27  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "28  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "29  %7B%22jobKind%22%3A%221%22%2C%22sfrom%22%3A%22...   \n",
       "30  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "31  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "32  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "33  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "34  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "35  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "36  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "37  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "38  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "39  %7B%22jobKind%22%3A%222%22%2C%22sfrom%22%3A%22...   \n",
       "\n",
       "                                           dataParams  \\\n",
       "0   {\"jobKind\":\"2\",\"userId\":\"e478580dede58f33b410e...   \n",
       "1   {\"jobKind\":\"2\",\"userId\":\"5445ba45a2189a2b1a078...   \n",
       "2   {\"jobKind\":\"2\",\"userId\":\"76b3c5fa37c28d5b0833e...   \n",
       "3   {\"jobKind\":\"2\",\"userId\":\"22ab2b1a88769c3259935...   \n",
       "4   {\"jobKind\":\"1\",\"userId\":\"47227c6fbfcd952686963...   \n",
       "5   {\"jobKind\":\"2\",\"userId\":\"c8d145acb0a3162c59941...   \n",
       "6   {\"jobKind\":\"2\",\"userId\":\"1590a7fa7a4c122cc9faa...   \n",
       "7   {\"jobKind\":\"2\",\"userId\":\"957da5d54f0e05cf25285...   \n",
       "8   {\"jobKind\":\"1\",\"userId\":\"1fcc7ed72e3b72292e48c...   \n",
       "9   {\"jobKind\":\"1\",\"userId\":\"7a3e764d1a0594d0cb126...   \n",
       "10  {\"jobKind\":\"2\",\"userId\":\"3fcd2f12b166bad5fdacd...   \n",
       "11  {\"jobKind\":\"2\",\"userId\":\"ba92c288ac646d9975818...   \n",
       "12  {\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...   \n",
       "13  {\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...   \n",
       "14  {\"jobKind\":\"2\",\"userId\":\"42d729da7b77447d94ee8...   \n",
       "15  {\"jobKind\":\"2\",\"userId\":\"93dd604f1509212fa3eb4...   \n",
       "16  {\"jobKind\":\"1\",\"userId\":\"0dfca8bd388cf67f1995b...   \n",
       "17  {\"jobKind\":\"2\",\"userId\":\"1cb765d37bd0684eff1ae...   \n",
       "18  {\"jobKind\":\"1\",\"userId\":\"1f85cb9fa2d342ded02e1...   \n",
       "19  {\"jobKind\":\"2\",\"userId\":\"a2d2354bf657634e4912f...   \n",
       "20  {\"jobKind\":\"1\",\"userId\":\"565849ded1b9b95e37753...   \n",
       "21  {\"jobKind\":\"2\",\"userId\":\"41a7ab5db2267b7a7086e...   \n",
       "22  {\"jobKind\":\"2\",\"userId\":\"d065b1daa7bcb84ae6c40...   \n",
       "23  {\"jobKind\":\"2\",\"userId\":\"626782c0f12b306923092...   \n",
       "24  {\"jobKind\":\"2\",\"userId\":\"0042dacfb48178e98761e...   \n",
       "25  {\"jobKind\":\"2\",\"userId\":\"4cb038ce180249e5b6d6f...   \n",
       "26  {\"jobKind\":\"2\",\"userId\":\"08e4b7710d87386c452b3...   \n",
       "27  {\"jobKind\":\"2\",\"userId\":\"d5177c362ae2b36051ad0...   \n",
       "28  {\"jobKind\":\"2\",\"userId\":\"f3b6bdf2ce40fc5ff3a02...   \n",
       "29  {\"jobKind\":\"1\",\"userId\":\"bc5aeb6fbe53ec20a08be...   \n",
       "30  {\"jobKind\":\"2\",\"userId\":\"3c7809eade2bdcbf731b0...   \n",
       "31  {\"jobKind\":\"2\",\"userId\":\"bfc28207e2f1179886f47...   \n",
       "32  {\"jobKind\":\"2\",\"userId\":\"42a2c62bf934a3d99dabc...   \n",
       "33  {\"jobKind\":\"2\",\"userId\":\"203c2af18445f220d3d49...   \n",
       "34  {\"jobKind\":\"2\",\"userId\":\"e36552938188a1aad74c9...   \n",
       "35  {\"jobKind\":\"2\",\"userId\":\"54cbd070baed9f4ed723d...   \n",
       "36  {\"jobKind\":\"2\",\"userId\":\"9224e21535a0770f9d457...   \n",
       "37  {\"jobKind\":\"2\",\"userId\":\"0531221c6a9e124a2ad6f...   \n",
       "38  {\"jobKind\":\"2\",\"userId\":\"cc35ec1aa9700d5ede2b0...   \n",
       "39  {\"jobKind\":\"2\",\"userId\":\"d23bfd561d4618fd32193...   \n",
       "\n",
       "                                           job.labels job.jobKind  \\\n",
       "0                                  [产品开发, 产品规划, 产品运营]           2   \n",
       "1                                            [神外, 医生]           2   \n",
       "2                          [IT互联网, to C, 移动端产品, 产品规划]           2   \n",
       "3                                              [泌尿外科]           2   \n",
       "4                                  [市场营销, 产品管理, 产品开发]           1   \n",
       "5                                       [供应链产品, 数据分析]           2   \n",
       "6                                              [数据分析]           2   \n",
       "7               [商业产品, 金融产品, IT互联网, 金融行业, 产品优化, 产品设计]           2   \n",
       "8                                        [固定收益, 固收系统]           1   \n",
       "9                                  [产品设计, 交互设计, 产品规划]           1   \n",
       "10                              [旅游产品, to C, OTA, 英文]           2   \n",
       "11  [广告产品, 广告行业, 计算机软件, 游戏行业, 产品设计, 流程设计, 数据分析, 团队管理]           2   \n",
       "12                                             [工具产品]           1   \n",
       "13                                             [工具产品]           1   \n",
       "14                                             [生物科技]           2   \n",
       "15              [需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]           2   \n",
       "16                                             [工具产品]           1   \n",
       "17              [工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]           2   \n",
       "18                                                 []           1   \n",
       "19   [电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]           2   \n",
       "20                             [产品经理, MCS系统, B2B报价系统]           1   \n",
       "21                                             [数据分析]           2   \n",
       "22             [产品设计, axure, visio, xmind, erp, 需求分析]           2   \n",
       "23                                      [工具产品, 移动端产品]           2   \n",
       "24                                                 []           2   \n",
       "25  [支付产品, 工具产品, 供应链产品, 产品规划, 产品设计, 需求分析, 数据分析, 财务...           2   \n",
       "26                                         [云网编排, 电信]           2   \n",
       "27                              [Visio, Axure, 工业互联网]           2   \n",
       "28                                                 []           2   \n",
       "29                     [AI人工智能产品, IT互联网, 电子商务, 批发/零售]           1   \n",
       "30                                [IT互联网, 用户研究, 市场调研]           2   \n",
       "31                                                 []           2   \n",
       "32                                                 []           2   \n",
       "33                          [广电行业, 大B端, 售前技术支持, 解决方案]           2   \n",
       "34                   [跨境电商, to C, ERP系统, 数据分析, 供应链产品]           2   \n",
       "35  [交易产品, 供应链产品, 数据产品, 电商产品, 采购, to B, CRM系统, Saa...           2   \n",
       "36                                                 []           2   \n",
       "37              [IT互联网, 用户研究, 产品设计, 交互设计, 需求分析, 产品规划]           2   \n",
       "38                                      [工具产品, 客户端产品]           2   \n",
       "39                                       [产品设计, 需求分析]           2   \n",
       "\n",
       "   job.refreshTime job.jobId  job.advViewFlag  job.topJob job.pcOuterLink  \\\n",
       "0   20230421104505  58002363             True        True                   \n",
       "1   20230428143658  58215521            False       False                   \n",
       "2   20230510085022  58425003            False       False                   \n",
       "3   20230321153342  57157157            False       False                   \n",
       "4   20230512103745  45177357            False       False             NaN   \n",
       "5   20230504135056  57816811            False       False                   \n",
       "6   20230505145705  40053971            False       False                   \n",
       "7   20230406115341  57565197            False       False                   \n",
       "8   20230505130814  44278139            False       False             NaN   \n",
       "9   20230512155755  45828899            False       False             NaN   \n",
       "10  20230413145517  57485259            False       False                   \n",
       "11  20230310175540  48652943            False       False                   \n",
       "12  20230323102239  44668045            False       False             NaN   \n",
       "13  20230323102615  44668403            False       False             NaN   \n",
       "14  20230327134052  57310499            False       False                   \n",
       "15  20230214160846  56099491            False       False                   \n",
       "16  20230323102443  44668245            False       False             NaN   \n",
       "17  20221125094722  46355485            False       False                   \n",
       "18  20230310203843  44296619            False       False             NaN   \n",
       "19  20220729142500  46557423            False       False                   \n",
       "20  20230406101734  45039771            False       False             NaN   \n",
       "21  20210723095531  41293593            False       False                   \n",
       "22  20211112142054  44638211            False       False                   \n",
       "23  20230411145606  55540905            False       False                   \n",
       "24  20230316172436  41342655            False       False                   \n",
       "25  20230429161907  58230073            False       False                   \n",
       "26  20230510090634  56928029            False       False                   \n",
       "27  20230508133704  58024007            False       False                   \n",
       "28  20230308105217  56773475            False       False                   \n",
       "29  20230418135134  45394213            False       False             NaN   \n",
       "30  20220317182024  41290327            False       False                   \n",
       "31  20230510154158  54094527            False       False                   \n",
       "32  20230424105203  52410465            False       False                   \n",
       "33  20230414153342  56963329            False       False                   \n",
       "34  20230511113322  56142583            False       False                   \n",
       "35  20230419180107  57365497            False       False                   \n",
       "36  20230418091105  57515707            False       False                   \n",
       "37  20230223192025  56432501            False       False                   \n",
       "38  20230423180459  58061585            False       False                   \n",
       "39  20230406170509  44316525            False       False                   \n",
       "\n",
       "   job.h5OuterLink  ...                    comp.compLogo  \\\n",
       "0                   ...  62946d5979452e421251b7f707u.png   \n",
       "1                   ...  5bfe9d4974719d2aa34b5ab303a.png   \n",
       "2                   ...  62575742add4e43f41d8825e07u.jpg   \n",
       "3                   ...  5bfe916674719d35745ad29703a.png   \n",
       "4              NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "5                   ...  6260c4f2d16c9b55d258a16501u.png   \n",
       "6                   ...  6441ff67c063625b1d3bc6c104u.png   \n",
       "7                   ...  64464ce8f14c1769ed8f0a7403u.png   \n",
       "8              NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "9              NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "10                  ...  59b6035970324a7f8c9d651306a.jpg   \n",
       "11                  ...  624a9b1378302f2c469582d607u.png   \n",
       "12             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "13             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "14                  ...  645d9e73f66bf771cab56f1808u.png   \n",
       "15                  ...  61a5bb22f96ca95918aa2e9206u.png   \n",
       "16             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "17                  ...  5bfea0bd74719d2aa34c05b003a.png   \n",
       "18             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "19                  ...  60646aae992c4240ea9983b905u.png   \n",
       "20             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "21                  ...  60f919edecacff0bd07ea1c308u.jpg   \n",
       "22                  ...  5fd9ac8a1721db2a11d6bfe501u.png   \n",
       "23                  ...  5de9b7cf276e4871f4155d2a08u.jpg   \n",
       "24                  ...  624a9b1378302f2c469582d607u.png   \n",
       "25                  ...  5bfea00c74719d2aa34be33603a.png   \n",
       "26                  ...  5bfea2fc74719d2aa34c73fb03a.png   \n",
       "27                  ...  61b07937d0458d53c627567e02u.jpg   \n",
       "28                  ...  5bfea60174719d2aa34cf03003a.png   \n",
       "29             NaN  ...  60e2fe0bf3df194a3c48adb502u.png   \n",
       "30                  ...  635f3558bc4bee6f5c71877b04u.png   \n",
       "31                  ...  61b07937d0458d53c627567e02u.jpg   \n",
       "32                  ...  5bfe916674719d35745ad29703a.png   \n",
       "33                  ...  61b07937d0458d53c627567e02u.jpg   \n",
       "34                  ...  634f899ab0584d35822417cb06u.png   \n",
       "35                  ...  61b07937d0458d53c627567e02u.jpg   \n",
       "36                  ...  61b07937d0458d53c627567e02u.jpg   \n",
       "37                  ...  5e7c7bef37483e328d67342d06u.png   \n",
       "38                  ...  5d3f908a81fb1a0d6f60102105u.jpg   \n",
       "39                  ...  60d97ac1208b48306211569801u.png   \n",
       "\n",
       "              comp.compName recruiter.chatted  \\\n",
       "0                广州愚记贸易有限公司             False   \n",
       "1                    复星医药集团             False   \n",
       "2   北京外企德科人力资源服务深圳有限公司广州分公司             False   \n",
       "3                      康方生物             False   \n",
       "4                某国内大型快消品公司             False   \n",
       "5                      京邦集团             False   \n",
       "6              江苏知原药业股份有限公司             False   \n",
       "7            广州越秀金融控股集团有限公司             False   \n",
       "8           某国内大型基金/证券/期货公司             False   \n",
       "9                     某知名公司             False   \n",
       "10                      租租车             False   \n",
       "11                   广州乐牛游戏             False   \n",
       "12                某广州电子商务公司             False   \n",
       "13                某广州电子商务公司             False   \n",
       "14                     态创生物             False   \n",
       "15             广东森宝文化实业有限公司             False   \n",
       "16                某广州电子商务公司             False   \n",
       "17             广州天迅网络科技有限公司             False   \n",
       "18              某广州医疗设备上市公司             False   \n",
       "19                     爆米科技             False   \n",
       "20             某大型知名家具/家居公司             False   \n",
       "21                     卓术信息             False   \n",
       "22                     亮健集团             False   \n",
       "23                     至真信息             False   \n",
       "24                   广州乐牛游戏             False   \n",
       "25             上海寻梦信息技术有限公司             False   \n",
       "26               广东亿迅科技有限公司             False   \n",
       "27              中船工业互联网有限公司             False   \n",
       "28                     浦发银行             False   \n",
       "29          某国内大型食品/饮料/酒水公司             False   \n",
       "30                     数字广东             False   \n",
       "31               广州奥昆食品有限公司             False   \n",
       "32                     康方生物             False   \n",
       "33             广东南粤云视科技有限公司             False   \n",
       "34          文峰荟(广州)企业管理有限公司             False   \n",
       "35              广州交易所集团有限公司             False   \n",
       "36           广州智都投资控股集团有限公司             False   \n",
       "37                     蘑菇物联             False   \n",
       "38                  唯品会(中国)             False   \n",
       "39        千里眼(广州)人工智能科技有限公司             False   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   561ff6e28a2e9cb4aa6795a3148228ff                    2   \n",
       "1   f8a500e0eab81d475153eb2d84a8b1de                    2   \n",
       "2   8cd623ca6b256b8f27604c803496f761                    2   \n",
       "3   d4cc4bca17cae276aefc9b4a2bd8879c                    2   \n",
       "4   9cfdabc8878349689809d03804875792                    2   \n",
       "5   5fdfb4259befbf07160bef405ccde8ba                    2   \n",
       "6   529552300bc2bc6e160bef405ccde8ba                    2   \n",
       "7   4acca2cffc6204f40e33f8ac54fbf39e                    2   \n",
       "8   d79a00f8f6ab328f6042c177f0a1d2b1                    2   \n",
       "9   14d2189610998a2766eeece80d41bfcb                    2   \n",
       "10  771cd76556a28fdf9ccf3dc45f6d7696                    2   \n",
       "11  7d9de10d9f7b0a9c9941166e65ebdb6f                    2   \n",
       "12  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "13  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "14  f7db13688dbb016edf514c63e89fb1b8                    2   \n",
       "15  4dd9c611f28fb31268c56fcc9b2af6cb                    2   \n",
       "16  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "17  612d2e8328d1f75dfdb07c5a03f49b8b                    2   \n",
       "18  aff648644d2a1229fa1c74c9d557610b                    2   \n",
       "19  b9f180babb88d8c1d6a9d1214a39013b                    2   \n",
       "20  9f14288df001c0c215bfaefec8d20490                    2   \n",
       "21  abdc4a6288cb408c67afc08fad36a30d                    2   \n",
       "22  a7c1274d81ffbd5c8fa263ed17de85b1                    2   \n",
       "23  419e123d9f6bdaed6dadb487287a091a                    2   \n",
       "24  03e8d37d540f7aacac365a663ca833da                    2   \n",
       "25  01bdff5bdd175f73bed9c63c695716f7                    2   \n",
       "26  69dd5aa7404662acbf1edd1f3249a09c                    2   \n",
       "27  a93749238acde2291837546e45eb3a29                    2   \n",
       "28  a6ecbb8d620b5506c1bd2b3e9fec8144                    2   \n",
       "29  1ea5a0993d3cd147540202c0778f1521                    2   \n",
       "30  a3f8d3fcd35211590eae969ce9a54d02                    2   \n",
       "31  207c380fb07ddad3e7b657921b02bb93                    2   \n",
       "32  34bca69415136074d2e7a31c096a5fc3                    2   \n",
       "33  0b64dd773d32df38485f40b921d561e1                    2   \n",
       "34  ae28de7e05e365ec4905a3841e4dc3ea                    2   \n",
       "35  a2afe536821a6213835da8f121f93219                    2   \n",
       "36  2e2678cb5cd647bb7ea58b95d93937d7                    2   \n",
       "37  056af3ec7233a7cb6ebb05dc72261faf                    2   \n",
       "38  c3cb189cf9b5b27906342a441a87c2a0                    2   \n",
       "39  fc94b91b540b7f07cde5ca55a88b4d39                    2   \n",
       "\n",
       "   recruiter.recruiterName recruiter.recruiterTitle  \\\n",
       "0                      刘女士                     人事经理   \n",
       "1                      张先生                   人力资源专员   \n",
       "2                      戴先生                     招聘经理   \n",
       "3                      刘先生               高级医学信息沟通专员   \n",
       "4                      孙女士                     猎头顾问   \n",
       "5                      杜先生                            \n",
       "6                      徐女士                     招聘经理   \n",
       "7                      方女士                 高级人力资源经理   \n",
       "8                      刘先生                     猎头顾问   \n",
       "9                      岑先生                     猎头顾问   \n",
       "10                     梁女士                   人力资源主管   \n",
       "11                      文饶                     招聘专员   \n",
       "12                     张女士                     猎头顾问   \n",
       "13                     张女士                     猎头顾问   \n",
       "14                     谭先生                     招聘专员   \n",
       "15                     黄女士                  人力行政实习生   \n",
       "16                     张女士                     猎头顾问   \n",
       "17                     陈女士                  人力资源负责人   \n",
       "18                     王女士                     猎头顾问   \n",
       "19                     梁女士                     hrbp   \n",
       "20                     王女士                     猎头顾问   \n",
       "21                     陈女士             广州卓术信息科技有限公司   \n",
       "22                     李女士                     招聘专员   \n",
       "23                     康女士                       招聘   \n",
       "24                     吴女士                       HR   \n",
       "25                     李女士                       HR   \n",
       "26                     张女士                     招聘管理   \n",
       "27                     郭女士                            \n",
       "28                     陈女士                    人力资源部   \n",
       "29                     曹先生                     猎头顾问   \n",
       "30                     刘女士                     招聘专员   \n",
       "31                     林女士                            \n",
       "32                     邓女士                       HR   \n",
       "33                     梁女士                     人事经理   \n",
       "34                     王女士                     人事专员   \n",
       "35                     陈女士                            \n",
       "36                     齐女士                人力资源经理/主管   \n",
       "37                     徐女士                   人力资源专员   \n",
       "38                     姚先生                       HR   \n",
       "39                     朱女士                     行政专员   \n",
       "\n",
       "            recruiter.recruiterPhoto             recruiter.recruiterId  \\\n",
       "0    5f8f986779c7cc70efbf36c008u.jpg  e478580dede58f33b410edb79f6d12d0   \n",
       "1    5f8f986aea60860b75384fab08u.jpg  5445ba45a2189a2b1a078f176245fc3b   \n",
       "2    5f8f986c79c7cc70efbf36c808u.jpg  76b3c5fa37c28d5b0833ed7f44c37e6d   \n",
       "3    5f8f986aea60860b75384fab08u.jpg  22ab2b1a88769c3259935c280d474240   \n",
       "4   6321be3095ee1c04143439eb01u.jpeg  47227c6fbfcd952686963be95b15422d   \n",
       "5    5f8f986aea60860b75384fab08u.jpg  c8d145acb0a3162c59941f318d428c38   \n",
       "6    5f8f9865ea60860b75384fa508u.jpg  1590a7fa7a4c122cc9faa5f1f002919b   \n",
       "7    5f8f9865ea60860b75384fa508u.jpg  957da5d54f0e05cf25285db46809d2f1   \n",
       "8    60fa4ef147b4cc0789c987b808u.jpg  1fcc7ed72e3b72292e48c8cc9ac1ae51   \n",
       "9    5e54c3de29d83a675453429507u.jpg  7a3e764d1a0594d0cb12694546498149   \n",
       "10   5f8f9863f6d1ab58476f246a08u.jpg  3fcd2f12b166bad5fdacd2bbba7fbaf4   \n",
       "11   5f8f986c79c7cc70efbf36c808u.jpg  ba92c288ac646d9975818ed14bd0d05e   \n",
       "12   6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "13   6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "14   6423908b3bc4c916d465997108u.png  42d729da7b77447d94ee8f73bffdc0cd   \n",
       "15   63ec2b240a1ead27bd40dc1505u.png  93dd604f1509212fa3eb4df9e13b6d62   \n",
       "16   6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "17   5f8f9863f6d1ab58476f246a08u.jpg  1cb765d37bd0684eff1ae1f928339e0b   \n",
       "18   6246e8b3bc8c77795d23422d03u.png  1f85cb9fa2d342ded02e1a3cb9420619   \n",
       "19   5f8f9863f6d1ab58476f246a08u.jpg  a2d2354bf657634e4912f8ab59d2cc03   \n",
       "20   5d541bac4ebeb1284dfb924f06u.jpg  565849ded1b9b95e377539f79c05e41c   \n",
       "21   5f8f986779c7cc70efbf36c008u.jpg  41a7ab5db2267b7a7086e5281ecdcd6d   \n",
       "22   5f8f98648dbe6273dcf8515508u.jpg  d065b1daa7bcb84ae6c40ac9e0b1d9fc   \n",
       "23   5de9b8bfcd52473b94f2fba308u.jpg  626782c0f12b3069230926edcca89924   \n",
       "24   5f8f9866dfb13a7dee342f1808u.jpg  0042dacfb48178e98761eb2ffb64e351   \n",
       "25   62201c0397e97d36de7fadb308u.png  4cb038ce180249e5b6d6f34ea69aacf8   \n",
       "26   5f8f9863f6d1ab58476f246a08u.jpg  08e4b7710d87386c452b3baea68b57ec   \n",
       "27   5f8f98648dbe6273dcf8515508u.jpg  d5177c362ae2b36051ad066dbe2db213   \n",
       "28   5f8f986779c7cc70efbf36c008u.jpg  f3b6bdf2ce40fc5ff3a020d01df02f01   \n",
       "29   643de937ffcb574c11fc7efa02u.png  bc5aeb6fbe53ec20a08be7d47ba8d3cf   \n",
       "30   5f8f98648dbe6273dcf8515508u.jpg  3c7809eade2bdcbf731b0e7b4e6639e3   \n",
       "31   5f8f9866dfb13a7dee342f1808u.jpg  bfc28207e2f1179886f470d24295fcbf   \n",
       "32   5f8f9865ea60860b75384fa508u.jpg  42a2c62bf934a3d99dabcf9dd14166d8   \n",
       "33   5f8f9863f6d1ab58476f246a08u.jpg  203c2af18445f220d3d49f48cd931310   \n",
       "34   5f8f9865ea60860b75384fa508u.jpg  e36552938188a1aad74c93eafadb8eb7   \n",
       "35   5f8f9865ea60860b75384fa508u.jpg  54cbd070baed9f4ed723ded599efb12c   \n",
       "36   5f8f9865ea60860b75384fa508u.jpg  9224e21535a0770f9d45710a02ad2182   \n",
       "37   5f8f98648dbe6273dcf8515508u.jpg  0531221c6a9e124a2ad6f2f0a60124f2   \n",
       "38   5f8f986c79c7cc70efbf36c808u.jpg  cc35ec1aa9700d5ede2b0659cc984ffa   \n",
       "39   5f8f9866dfb13a7dee342f1808u.jpg  d23bfd561d4618fd321935c5956f05c6   \n",
       "\n",
       "   comp.compStage  \n",
       "0             NaN  \n",
       "1             已上市  \n",
       "2             NaN  \n",
       "3            港股上市  \n",
       "4           融资未公开  \n",
       "5             NaN  \n",
       "6              D轮  \n",
       "7             NaN  \n",
       "8              A轮  \n",
       "9             天使轮  \n",
       "10             D轮  \n",
       "11            NaN  \n",
       "12             其他  \n",
       "13             其他  \n",
       "14             A轮  \n",
       "15            NaN  \n",
       "16             其他  \n",
       "17          融资未公开  \n",
       "18            已上市  \n",
       "19             B轮  \n",
       "20            已上市  \n",
       "21          融资未公开  \n",
       "22           战略投资  \n",
       "23             A轮  \n",
       "24            NaN  \n",
       "25            已上市  \n",
       "26            NaN  \n",
       "27            NaN  \n",
       "28            NaN  \n",
       "29          融资未公开  \n",
       "30            NaN  \n",
       "31            NaN  \n",
       "32           港股上市  \n",
       "33            NaN  \n",
       "34            NaN  \n",
       "35            NaN  \n",
       "36          融资未公开  \n",
       "37             B轮  \n",
       "38           美股上市  \n",
       "39             A轮  \n",
       "\n",
       "[40 rows x 31 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(data_liepin['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "40758e78",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
